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AI models

Muse Glimmer

Model evaluation

Capability & preference

Human preference · Arena

Overall text preferences from head-to-head votes. Not factual accuracy or a task-success rate.

Muse Glimmer 1389.3 Muse Glimmer · 95% interval 1379.7–1399.0 · 3,884 votes · 2026-10-28

Recorded results

Only the same benchmark, version, workload, scenario and unit share a row. Missing results are not zero. System results include the full submitted hardware and software configuration.

Arena text preference / chinesehuman preference · 2026-10-28 · rating

Muse Glimmer

1,411.94 rating

Confidence interval: 1,379.72 – 1,444.16

342 votes

Oct 28, 2026

Category: chinese
Evaluated configuration: Muse Glimmer
Evaluation type: human preference

Arena text preference / codinghuman preference · 2026-10-28 · rating

Muse Glimmer

1,415.65 rating

Confidence interval: 1,397.68 – 1,433.63

1116 votes

Oct 28, 2026

Category: coding
Evaluated configuration: Muse Glimmer
Evaluation type: human preference

Arena text preference / creative_writinghuman preference · 2026-10-28 · rating

Muse Glimmer

1,338.81 rating

Confidence interval: 1,316.17 – 1,361.45

732 votes

Oct 28, 2026

Category: creative_writing
Evaluated configuration: Muse Glimmer
Evaluation type: human preference

Arena text preference / englishhuman preference · 2026-10-28 · rating

Muse Glimmer

1,386.53 rating

Confidence interval: 1,371.54 – 1,401.52

1595 votes

Oct 28, 2026

Category: english
Evaluated configuration: Muse Glimmer
Evaluation type: human preference

Arena text preference / exclude_tieshuman preference · 2026-10-28 · rating

Muse Glimmer

1,365.83 rating

Confidence interval: 1,352.56 – 1,379.10

2887 votes

Oct 28, 2026

Category: exclude_ties
Evaluated configuration: Muse Glimmer
Evaluation type: human preference

Arena text preference / experthuman preference · 2026-10-28 · rating

Muse Glimmer

1,389.70 rating

Confidence interval: 1,361.31 – 1,418.08

457 votes

Oct 28, 2026

Category: expert
Evaluated configuration: Muse Glimmer
Evaluation type: human preference

Arena text preference / hard_promptshuman preference · 2026-10-28 · rating

Muse Glimmer

1,396.66 rating

Confidence interval: 1,384.72 – 1,408.59

2566 votes

Oct 28, 2026

Category: hard_prompts
Evaluated configuration: Muse Glimmer
Evaluation type: human preference

Arena text preference / hard_prompts_englishhuman preference · 2026-10-28 · rating

Muse Glimmer

1,399.43 rating

Confidence interval: 1,380.89 – 1,417.97

1033 votes

Oct 28, 2026

Category: hard_prompts_english
Evaluated configuration: Muse Glimmer
Evaluation type: human preference

Arena text preference / industry_business_and_management_and_financial_operationshuman preference · 2026-10-28 · rating

Muse Glimmer

1,405.15 rating

Confidence interval: 1,383.32 – 1,426.98

727 votes

Oct 28, 2026

Category: industry_business_and_management_and_financial_operations
Evaluated configuration: Muse Glimmer
Evaluation type: human preference

Arena text preference / industry_entertainment_and_sports_and_mediahuman preference · 2026-10-28 · rating

Muse Glimmer

1,345.31 rating

Confidence interval: 1,325.47 – 1,365.14

976 votes

Oct 28, 2026

Category: industry_entertainment_and_sports_and_media
Evaluated configuration: Muse Glimmer
Evaluation type: human preference

Arena text preference / industry_legal_and_governmenthuman preference · 2026-10-28 · rating

Muse Glimmer

1,387.47 rating

Confidence interval: 1,353.58 – 1,421.35

299 votes

Oct 28, 2026

Category: industry_legal_and_government
Evaluated configuration: Muse Glimmer
Evaluation type: human preference

Arena text preference / industry_life_and_physical_and_social_sciencehuman preference · 2026-10-28 · rating

Muse Glimmer

1,385.44 rating

Confidence interval: 1,362.38 – 1,408.49

664 votes

Oct 28, 2026

Category: industry_life_and_physical_and_social_science
Evaluated configuration: Muse Glimmer
Evaluation type: human preference

Arena text preference / industry_mathematicalhuman preference · 2026-10-28 · rating

Muse Glimmer

1,376.78 rating

Confidence interval: 1,339.18 – 1,414.37

246 votes

Oct 28, 2026

Category: industry_mathematical
Evaluated configuration: Muse Glimmer
Evaluation type: human preference

Arena text preference / industry_medicine_and_healthcarehuman preference · 2026-10-28 · rating

Muse Glimmer

1,396.06 rating

Confidence interval: 1,359.58 – 1,432.53

268 votes

Oct 28, 2026

Category: industry_medicine_and_healthcare
Evaluated configuration: Muse Glimmer
Evaluation type: human preference

Arena text preference / industry_software_and_it_serviceshuman preference · 2026-10-28 · rating

Muse Glimmer

1,413.07 rating

Confidence interval: 1,398.16 – 1,427.99

1595 votes

Oct 28, 2026

Category: industry_software_and_it_services
Evaluated configuration: Muse Glimmer
Evaluation type: human preference

Arena text preference / industry_writing_and_literature_and_languagehuman preference · 2026-10-28 · rating

Muse Glimmer

1,356.44 rating

Confidence interval: 1,336.93 – 1,375.95

978 votes

Oct 28, 2026

Category: industry_writing_and_literature_and_language
Evaluated configuration: Muse Glimmer
Evaluation type: human preference

Arena text preference / instruction_followinghuman preference · 2026-10-28 · rating

Muse Glimmer

1,376.03 rating

Confidence interval: 1,359.89 – 1,392.18

1369 votes

Oct 28, 2026

Category: instruction_following
Evaluated configuration: Muse Glimmer
Evaluation type: human preference

Arena text preference / longer_queryhuman preference · 2026-10-28 · rating

Muse Glimmer

1,381.75 rating

Confidence interval: 1,367.27 – 1,396.24

1794 votes

Oct 28, 2026

Category: longer_query
Evaluated configuration: Muse Glimmer
Evaluation type: human preference

Arena text preference / mathhuman preference · 2026-10-28 · rating

Muse Glimmer

1,414.44 rating

Confidence interval: 1,375.66 – 1,453.22

225 votes

Oct 28, 2026

Category: math
Evaluated configuration: Muse Glimmer
Evaluation type: human preference

Arena text preference / multi_turnhuman preference · 2026-10-28 · rating

Muse Glimmer

1,399.94 rating

Confidence interval: 1,375.81 – 1,424.07

620 votes

Oct 28, 2026

Category: multi_turn
Evaluated configuration: Muse Glimmer
Evaluation type: human preference

Arena text preference / non_englishhuman preference · 2026-10-28 · rating

Muse Glimmer

1,385.00 rating

Confidence interval: 1,372.60 – 1,397.39

2289 votes

Oct 28, 2026

Category: non_english
Evaluated configuration: Muse Glimmer
Evaluation type: human preference

Arena text preference / overallhuman preference · 2026-10-28 · rating

Muse Glimmer

1,389.33 rating

Confidence interval: 1,379.67 – 1,398.98

3884 votes

Oct 28, 2026

Category: overall
Evaluated configuration: Muse Glimmer
Evaluation type: human preference

Arena text preference / russianhuman preference · 2026-10-28 · rating

Muse Glimmer

1,390.44 rating

Confidence interval: 1,361.77 – 1,419.11

388 votes

Oct 28, 2026

Category: russian
Evaluated configuration: Muse Glimmer
Evaluation type: human preference

Run it locally

Inference · memory estimate

Muse Glimmer

Not enough verified architecture information for a reliable VRAM estimate.

Capabilities

Model license: Apache-2.0